Geometric Structures of Information is popular PDF and ePub book, written by Frank Nielsen in 2018-11-19, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Geometric Structures of Information can be Read Online from any device for your convenience.
Geometric Structures of Information Book PDF Summary
This book focuses on information geometry manifolds of structured data/information and their advanced applications featuring new and fruitful interactions between several branches of science: information science, mathematics and physics. It addresses interrelations between different mathematical domains like shape spaces, probability/optimization & algorithms on manifolds, relational and discrete metric spaces, computational and Hessian information geometry, algebraic/infinite dimensional/Banach information manifolds, divergence geometry, tensor-valued morphology, optimal transport theory, manifold & topology learning, and applications like geometries of audio-processing, inverse problems and signal processing. The book collects the most important contributions to the conference GSI’2017 – Geometric Science of Information.
Detail Book of Geometric Structures of Information PDF
- Author : Frank Nielsen
- Release : 19 November 2018
- Publisher : Springer
- ISBN : 9783030025205
- Genre : Technology & Engineering
- Total Page : 395 pages
- Language : English
- PDF File Size : 16,6 Mb
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